Published research instrument

Spectral Faithfulness paper

The paper studies how models maintain information boundaries across context, identity, and social pressure under declared experimental conditions.

Disclosure boundaryThis research does not monitor a deployment, certify containment, or prove immunity from prompt injection. It makes model-boundary behavior testable under the conditions it declares.

Verified 2026-07-17 against commit c4d5895fd2a2.

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